Worked on backend enhancements for both the django/django and DefectDojo/django-DefectDojo repositories, focusing on migration resilience and context-aware data discovery. Developed user-facing warnings and guidance for handling ContentType rename conflicts in Django, reducing migration failure risks by prompting users to resolve stale entries. In DefectDojo, implemented hierarchical context-aware filtering for Finding Groups, optimizing query performance and ensuring users see relevant data based on their current context. Leveraged Python and Django, with an emphasis on robust unit testing and CI alignment by adopting DojoTestCase. These contributions improved user efficiency, migration robustness, and test reliability across both projects within the month.